metadata
license: mit
This is the benchmark of LLM4Decompile project.
About
- Decompile-Bench is the first open-source dataset comprising two million binary-source function pairs condensed from 100 million collected function pairs, i.e., 450GB of binaries compiled from permissively licensed GitHub projects.
- C and C++ Support: These datasets include both C and C++ source code, whereas earlier models (LLM4Decompile-V1.5, V2) and the HumanEval-Decompile dataset were limited to C only.
Columns
It contains the following columns:
{
"name":"demangled name for the function",
"code":"source code",
"asm":"assembly",
"file":"source code path"
}
Meta data
- raw data contains 100M raw fuctions that decompile-bench is condensed from.
- The binaries for the decompile-bench is also released, with debugging information helpful for tracing types and names.
Others
For more details, please check LLM4Decompile project.